Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "138"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 138 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 227 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 219 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_18756/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 138, Node 7:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.54% 1.440704 -0.030237 -0.521713 -0.339955 -0.686501 1.420002 0.151621 0.022466 0.7686 0.7916 0.2524 3.211506 3.364306
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.54% 1.828969 1.739298 -0.677346 -0.377765 -0.301557 -0.071498 0.190082 3.187217 0.7243 0.7268 0.2569 2.120618 2.355459
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.024577 -0.980451 1.918281 1.183496 -0.290541 -0.583873 1.181177 -0.064064 0.0464 0.0654 0.0037 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.554131 2.269603 -0.669022 -0.540745 -0.634998 0.216263 -0.548229 1.503788 0.6583 0.6844 0.3748 1.613577 1.612637
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.006833 2.739525 -0.716143 -0.460981 -0.375518 0.019890 0.133646 4.602848 0.6652 0.6864 0.3660 5.355345 5.588481
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.54% 0.609294 1.280874 -0.964562 -0.278372 0.067405 -0.002306 -0.153396 0.695910 0.6951 0.7041 0.2927 1.832405 1.821969
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 2.075588 0.455135 -0.575396 -0.362244 -0.264737 -0.662431 0.161491 1.262595 0.7667 0.7617 0.2216 3.702100 3.062240
2459587 digital_ok 100.00% - - - 100.00% 0.00% 2.370504 2.983065 -0.349083 -0.197433 -1.596167 -0.111305 -4.675000 5.604610 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 17.84% 0.00% 1.105161 1.238849 0.823104 -0.824004 -0.225819 -1.143540 -0.862531 3.565654 0.6416 0.6682 0.3729 1.560980 1.536193
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.068494 1.301230 2.707109 -0.565918 2.071196 1.196983 -0.257970 0.459125 0.0692 0.0704 0.0084 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.317896 10.552237 2.264149 2.241005 4.933184 2.472052 46.889772 46.789806 0.6296 0.6503 0.3726 29.700314 34.327787
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 97.31% 0.00% 1.293136 2.501949 -0.448628 -0.670588 -0.216292 -1.115930 -0.498779 0.507533 0.6607 0.6832 0.3879 0.000000 0.000000
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 45.95% 0.00% 1.339771 2.690592 -0.577290 -0.423326 -0.624798 -0.227476 -0.650235 0.080999 0.6627 0.6830 0.3894 1.463036 1.440882
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 16.22% 1.600561 3.458822 -0.370916 -0.724914 -0.066253 0.049379 -0.387171 2.036406 0.6692 0.6881 0.3810 1.838980 1.728867
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 87.10% 12.90% 1.246565 2.759512 -0.771834 -0.611640 -0.395762 -0.225665 -0.328035 1.116184 0.6651 0.6855 0.3821 0.807962 0.803400
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 1.242646 2.585556 -0.536036 -0.054640 -0.198190 -0.160368 -0.280669 0.202400 0.6551 0.6772 0.3914 1.286318 1.280155
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.025589 -0.625158 0.777880 0.967807 -0.999781 -0.637466 -0.772897 2.194914 0.0613 0.0415 0.0041 nan nan
2459577 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.611172 2.532322 -0.466961 -0.535347 -0.159992 -0.242416 -0.210390 5.196317 0.6654 0.6867 0.3799 4.088702 3.982707
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 0.00% -0.020298 1.447970 -0.313906 -0.093058 0.859137 -0.064136 -0.098871 1.452677 0.6882 0.7093 0.3835 1.527163 1.589940
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 23.12% -0.221181 1.096826 -0.471491 -0.412059 -0.210553 -0.517878 -0.449591 -0.425648 0.7436 0.7554 0.3314 2.038356 2.009275
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.551546 1.870429 -0.436223 -0.308205 -0.084801 -0.519788 -0.754472 0.876084 0.6812 0.7061 0.3856 1.560427 1.610361
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.733647 2.065833 -0.498227 -0.566704 0.429360 -0.717651 -0.606075 -0.322944 0.6771 0.7008 0.3909 1.618974 1.549632
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.544363 1.779815 -0.451474 -0.318561 0.024228 -0.713783 -0.362861 -0.271287 0.6901 0.7116 0.3807 1.583625 1.636976
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.010144 -0.606748 0.839599 0.840271 -0.703215 -0.624958 -0.846121 0.433735 0.0623 0.0528 0.0031 nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.978267 -0.226001 0.570027 -0.333989 0.363190 -0.363711 0.008371 -0.721382 0.6378 0.6927 0.3754 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.851294 1.870939 -0.328017 -0.269523 -0.282632 -0.359059 -0.384369 -0.201759 0.7551 0.7689 0.2414 2.338372 2.058997
2459566 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.894017 -0.894017 -0.869152 -0.869152 0.484019 0.484019 0.010794 0.010794 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.975321 1.502463 -0.179183 0.711444 0.007319 -0.431805 0.238396 7.079300 0.6859 0.7018 0.3942 4.183479 4.027746
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.265065 2.979437 0.106710 0.980657 -0.650241 0.693100 -0.174708 0.043448 0.6852 0.7053 0.3907 1.660241 1.648712
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.589267 1.102061 0.033653 0.539458 0.457945 0.429835 0.064070 0.985960 0.6807 0.7045 0.3954 1.696252 1.600977
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.217984 0.915800 -0.068581 0.149480 0.470169 -0.239795 -0.010162 0.970476 0.6900 0.7138 0.3850 1.730250 1.622197
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.889228 1.086275 0.116063 0.257595 0.811286 -0.185841 0.169442 0.377203 0.6804 0.7039 0.4001 1.697946 1.577840
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% 0.363163 1.319784 -0.047762 0.508312 0.679176 -0.240611 0.051689 0.621263 0.6798 0.7019 0.3867 1.775396 1.644578
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.54% 0.913723 2.476599 -0.476651 0.211265 -0.151481 -0.559416 -0.428256 2.095199 0.6787 0.6981 0.3956 1.738331 1.656007
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0563 0.0392 0.0074 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.799436 2.579282 -0.557053 0.156075 -0.066930 -0.481004 -0.476002 0.330115 0.6806 0.7014 0.3886 1.603050 1.561531
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6884 0.7087 0.3960 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6831 0.7038 0.3967 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.290416 2.141863 -0.442428 -0.403445 -0.124621 -0.073821 -0.585877 -0.467733 0.6933 0.7093 0.3905 1.331014 1.432845
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.783178 1.214238 0.022281 0.414783 0.807097 -0.371618 0.084355 1.150377 0.6883 0.7076 0.3884 1.639962 1.565404
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0548 0.0774 0.0135 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.708900 2.294740 -0.341566 -0.351501 0.626846 0.140158 -0.198718 0.209606 0.6776 0.6999 0.4059 1.662342 1.662187
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.278527 2.387983 0.850275 0.425770 -0.683659 0.723640 -0.409462 14.296782 0.7351 0.7454 0.3609 3.602038 3.303333
2459541 digital_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% -0.286633 1.634304 -0.853870 2.208923 -0.693363 5.166939 -0.819606 2.888975 0.7265 0.7362 0.3372 5.071578 4.745944
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.00% 0.174831 1.529540 -0.040226 0.446787 -0.411239 3.562884 -0.105028 0.296241 0.7404 0.7472 0.3461 1.651247 1.548278
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% 0.283170 2.853434 0.756910 -0.121075 0.174756 2.044144 -0.612330 3.079131 0.7092 0.7209 0.4271 1.400673 1.314630
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.124861 0.948694 -0.636830 -0.407085 -0.923465 3.285529 -0.145757 1.588615 0.7752 0.7720 0.3587 1.739214 1.580146
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.00% -0.315650 0.607307 -0.528783 -0.514269 -0.518278 3.444455 0.457744 2.217294 0.7684 0.7621 0.3515 1.683187 1.661276
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.387745 2.138511 -0.416872 0.334475 0.132302 0.969739 -0.712695 -0.477207 0.7078 0.7250 0.3966 1.732319 1.576625
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% 1.453006 3.129983 0.486515 -0.529323 -0.358648 -0.341793 -0.855258 -0.756195 0.7114 0.7273 0.3946 1.682540 1.573690
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 5.92% 0.00% -0.062665 0.697754 -0.655291 -0.131604 0.020278 0.092519 -0.043011 -0.264074 0.7058 0.7206 0.4133 1.513071 1.517770
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.753217 2.187792 -0.204547 0.961773 -0.797115 2.832809 0.168540 0.414630 0.9068 0.9349 0.3161 0.000000 0.000000
2459523 digital_ok 0.00% - - - 22.45% 0.00% 0.840789 2.641698 -0.110323 -0.807147 -0.252505 0.331911 -0.637289 -0.338054 nan nan nan 2.053930 1.886661
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.603685 1.374288 -0.568564 2.055855 1.037419 2.449554 -0.057173 -0.053249 0.6279 0.6906 0.3826 1.678506 1.962367
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.754629 -0.566923 1.677178 1.195252 -1.247878 1.273358 -0.790046 0.971047 0.1054 0.1048 0.0207 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.201535 1.874780 -0.493335 -0.232724 -0.202622 0.585704 -0.484290 -0.632580 0.9108 0.9473 0.1866 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.373170 3.954041 -0.391032 3.813749 -0.574699 7.594187 -0.276381 3.442912 0.8733 0.8432 0.2226 11.677871 16.932586
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.940925 1.971798 0.242668 -0.587222 0.452011 0.004870 0.127435 -0.305103 0.8782 0.8729 0.4257 0.000000 0.000000
2459501 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.498444 2.137517 -0.770324 -0.745106 -0.311871 4.169799 -0.261601 -0.750828 0.8630 0.8939 0.3858 0.000000 0.000000
2459500 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 5.26% 0.435868 1.630976 -0.627039 -0.684356 -0.630488 -1.107903 -0.675886 -0.871416 0.8650 0.8854 0.3751 0.000000 0.000000
2459499 digital_ok 0.00% 0.00% 0.00% 0.00% 97.37% 0.00% 0.479477 1.786951 -0.646542 0.486014 0.160958 0.031372 -0.073172 -0.433448 0.8834 0.9413 0.1784 0.000000 0.000000
2459498 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 0.515008 1.547416 -0.324270 -0.528334 0.282463 -0.974260 -0.835315 -0.829814 0.8777 0.8867 0.4123 0.000000 0.000000
2459497 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.623426 2.153696 4.220879 -0.668919 13.408708 -1.356948 13.726741 -0.524375 0.8820 0.9293 0.3813 0.000000 0.000000
2459496 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.579382 2.089955 -0.289374 -0.534095 0.108932 -1.140824 -0.130360 -0.398077 0.1057 0.0922 0.0156 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.137045 1.527836 -0.439689 -0.466034 -0.008349 -0.815036 0.225599 -0.413994 0.1028 0.0922 0.0167 0.000000 0.000000
2459494 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.476904 1.785804 -0.708997 -0.224045 -0.069091 -1.065441 -0.074144 -0.694114 0.0990 0.0912 0.0167 0.000000 0.000000
2459492 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.682278 2.660674 0.404918 2.250552 1.055970 1.789721 -0.206301 0.539770 0.0909 0.0805 0.0134 0.000000 0.000000
2459491 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.727604 3.033807 0.572013 3.224611 1.636318 2.829158 -1.044334 1.516693 0.0898 0.0808 0.0114 0.000000 0.000000
2459490 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.731624 2.707663 0.347962 3.015545 0.942640 1.065534 -1.369503 0.289422 0.0829 0.0794 0.0135 0.000000 0.000000
2459489 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.021277 2.170942 0.246687 0.681511 1.143054 0.574204 -0.557346 0.409235 0.0869 0.0836 0.0137 0.000000 0.000000
2459488 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.479039 2.312315 0.125497 -1.077746 0.880859 -0.308026 -0.195213 -0.009222 0.0922 0.0812 0.0136 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 138: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 23.762985 1.145860 23.762985 -0.219262 7.750980 -0.730727 13.705681 -0.235391 2.744418

Antenna 138: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 4.723770 3.899081 -0.090285 4.723770 0.062726 1.732546 0.308314 0.238409 -0.143527

Antenna 138: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Temporal Variability 23.817910 0.759940 16.103777 0.941746 10.249713 0.077710 23.817910 0.109204 1.810952

Antenna 138: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Temporal Variability 36.279020 24.194086 1.523191 7.191100 -0.719988 36.279020 -0.220167 1.414102 -0.605663

Antenna 138: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 78.502640 2.609983 25.835791 4.240007 78.502640 2.148000 21.871316 1.226559 7.667734

Antenna 138: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 29.754095 15.833284 1.133834 29.754095 1.007275 4.977097 0.371889 4.738199 0.626012

Antenna 138: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 29.536321 1.420661 15.074684 1.969247 29.536321 1.516252 4.700785 2.816618 3.308929

Antenna 138: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 51.402253 2.296668 23.946470 2.806755 51.402253 1.801671 15.325703 0.943884 4.043322

Antenna 138: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 62.363041 2.157899 27.875847 1.381950 62.363041 -0.155751 19.141125 0.562401 3.630366

Antenna 138: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 69.224004 29.041765 2.472159 69.224004 1.560816 18.833120 0.025451 7.079883 0.520574

Antenna 138: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 31.882891 19.591450 2.594626 31.882891 2.229613 5.681821 1.021493 4.578413 1.074157

Antenna 138: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 29.399567 2.170658 18.086644 2.103076 29.399567 0.798089 5.307960 1.163697 3.250632

Antenna 138: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 80.196393 3.169823 33.757405 2.270826 80.196393 1.160136 21.272469 0.903619 6.350582

Antenna 138: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 33.419444 19.866293 2.662759 33.419444 1.031144 8.100971 -0.635232 5.665470 -0.656905

Antenna 138: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 56.378129 6.214202 27.369791 12.643297 56.378129 5.161758 14.901054 4.246481 7.111064

Antenna 138: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 66.392301 28.526937 -0.540346 66.392301 -0.818149 37.681104 6.507466 12.198403 0.637002

Antenna 138: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Temporal Discontinuties 7.264793 0.413663 1.454074 -0.912632 -0.887061 -1.425715 -0.110787 0.446831 7.264793

Antenna 138: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Temporal Discontinuties 1.489016 -0.080509 0.450522 -0.703427 -0.651975 0.100255 0.289523 0.397956 1.489016

Antenna 138: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 0.980766 0.980766 0.335364 -0.683531 -0.785042 -0.347102 -0.980865 0.742696 -0.282780

Antenna 138: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Temporal Discontinuties 3.438260 1.195025 2.224844 -0.336513 0.052574 0.087980 0.451769 0.475778 3.438260

Antenna 138: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 2.485081 0.613580 2.485081 -0.715537 -0.382346 -1.010487 -0.523587 -0.750173 0.273483

Antenna 138: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 1.756362 0.529232 1.756362 -0.468119 0.147926 -0.423166 -0.536957 -0.004583 1.522654

Antenna 138: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 1.032748 -0.036979 1.032748 0.045593 -0.550970 -1.351585 -0.449875 -0.927772 -0.814736

Antenna 138: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.234262 2.234262 1.660522 1.932986 1.242848 -0.317807 -0.844006 -0.489393 -0.353585

Antenna 138: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Temporal Discontinuties 1.682154 1.143407 0.192367 -0.641393 -1.094695 -0.521384 -0.553404 1.682154 -0.393282

Antenna 138: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Temporal Discontinuties 37.452376 2.099424 2.134298 1.732998 1.020620 2.149675 0.007893 37.452376 14.033766

Antenna 138: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 1.808425 0.804700 1.808425 -0.688388 -0.523090 -0.921813 -0.679060 -0.706797 -0.647133

Antenna 138: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.919733 2.919733 2.119847 2.027263 1.532151 -1.131070 -0.968645 -0.357446 -0.621210

Antenna 138: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 8.535862 5.861856 8.535862 0.930582 1.443879 0.315137 0.168483 0.567149 1.012917

Antenna 138: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 3.599664 3.490010 3.024136 3.599664 2.102563 -0.751382 -0.742026 -0.430636 -0.402313

Antenna 138: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 2.013274 1.422820 2.013274 1.390968 0.837941 -0.361408 -0.854877 -0.911561 -0.997384

Antenna 138: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 0.805213 0.805213 0.199540 -0.767532 -0.357113 -0.822186 -0.612396 -0.758662 -0.794779

Antenna 138: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.616901 1.725094 2.616901 1.374849 2.028458 -1.026228 -1.150221 -0.457028 -0.289182

Antenna 138: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.503347 1.679022 2.503347 1.349607 1.891226 -0.964399 -0.994510 -0.676299 -0.311783

Antenna 138: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 3.980714 3.094649 3.980714 -0.150273 0.553908 -0.766588 -1.117924 -0.480252 -0.590385

Antenna 138: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.679354 1.625461 2.679354 1.084028 1.553446 -1.012965 -1.042419 -0.490174 -0.628746

Antenna 138: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 1.914057 1.120835 1.914057 0.869403 1.190290 -1.175748 -1.216283 -0.359881 -0.499166

Antenna 138: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.688039 1.960091 2.688039 0.987115 1.506425 -0.797901 -1.272985 -0.518822 -0.503320

Antenna 138: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.221954 1.473945 2.221954 0.693821 1.301058 -0.816990 -0.707354 -0.640877 -0.569282

Antenna 138: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 2.818818 1.350654 2.818818 -0.557440 -0.106142 -0.638186 -0.317079 0.046819 -0.142198

Antenna 138: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.232371 2.232371 1.586661 0.083099 -0.250770 -0.465768 -0.287432 -0.655727 0.690782

Antenna 138: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.071998 1.399109 2.071998 0.725086 1.284855 -1.224317 -0.427676 0.737739 -0.473661

Antenna 138: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.362548 2.362548 1.600011 1.824603 1.044630 -1.058923 -0.407480 -0.368976 -0.300003

Antenna 138: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.121970 2.121970 1.484752 1.098024 0.535925 -1.379820 -0.765509 -0.603408 -0.311126

Antenna 138: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.077903 2.077903 1.461512 1.423675 0.902855 -1.629292 -1.151691 -0.509609 -0.287465

Antenna 138: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.545430 1.802426 2.545430 1.229179 1.793266 -0.780946 -0.922960 -0.307519 -0.529146

Antenna 138: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 1.484089 1.484089 0.981306 -0.373471 -0.603288 -0.301079 -0.744520 -0.174730 0.354183

Antenna 138: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power -0.193798 -1.050176 -0.525948 -0.359254 -0.193798 -0.780627 -0.885903 -0.509676 -0.405442

Antenna 138: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 0.968384 -1.137728 -1.283282 0.865233 0.968384 -1.189847 -1.390601 -0.629377 -0.591144

Antenna 138: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 1.836196 0.957986 1.836196 -0.849077 -0.125372 -0.955813 -0.319098 -0.542703 -0.055691

Antenna 138: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Temporal Discontinuties 1.611057 0.126439 0.305930 -1.075004 -1.691364 -1.318503 -1.348009 1.611057 -0.749137

Antenna 138: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Power 0.773253 -1.013066 -1.332381 0.738668 0.773253 -1.270146 -0.730079 -0.659156 -0.519290

Antenna 138: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 2.236211 1.629861 2.236211 -0.326059 0.019513 -0.780282 -0.890781 -0.274161 -0.295743

Antenna 138: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape 1.079084 0.742865 1.079084 -0.613715 0.095743 -0.554817 -0.625391 0.290077 -0.677281

Antenna 138: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 2.072866 1.266473 2.072866 1.339167 0.485068 -1.058988 -0.900719 -1.103384 -1.310707

Antenna 138: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 2.031126 2.031126 1.126212 -0.376727 -0.043857 -1.215683 -1.507324 -1.017367 -0.873082

Antenna 138: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 0.000000 0.000000 0.000000 -0.075204 -0.075204 -0.239788 -0.239788 -0.205337 -0.205337

Antenna 138: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 N07 digital_ok ee Shape -0.674491 -0.674491 -0.674491 -0.674491 -0.674491 -0.831236 -0.831236 -0.739909 -0.739909

Antenna 138: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 N07 digital_ok nn Shape 1.934780 1.934780 1.039644 -0.010128 0.548556 0.195480 0.445676 -0.015331 -1.131291

Antenna 138: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.183068 0.875386 2.183068 -0.772104 -0.375243 -1.154414 -0.577188 -0.894889 -0.169068

Antenna 138: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.342358 0.193590 2.342358 -0.243149 -0.580856 -1.445386 -0.756376 -0.714908 -0.737759

Antenna 138: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.532076 0.629555 1.532076 1.432411 0.543108 0.087709 -0.454857 -0.542725 -0.754749

Antenna 138: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.474606 0.220535 1.474606 -0.026755 -0.062513 -1.147309 0.675746 -0.836678 -0.758015

Antenna 138: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 138: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 0.841214 0.841214 -0.014240 -0.690415 -0.768596 -0.754736 -0.838522 -1.127391 -0.415935

Antenna 138: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.979213 1.979213 1.232363 0.365501 0.410773 -1.241455 -1.139325 -0.245930 -0.800961

Antenna 138: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.404860 2.404860 1.405239 0.175255 0.245452 -1.020072 -1.013832 -0.369548 -0.509878

Antenna 138: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.823268 0.286031 1.823268 -0.823359 -0.682260 0.137343 -0.038407 0.094202 -0.145860

Antenna 138: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.931967 1.931967 1.214218 0.073326 1.098083 0.509277 -1.203117 -0.900319 -1.287470

Antenna 138: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.963254 1.089929 1.963254 1.029934 0.360948 0.102618 -0.008218 -1.168501 -0.842402

Antenna 138: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.249886 2.249886 1.197144 -0.726508 -0.524559 -0.950693 -0.920966 -0.216838 -0.557751

Antenna 138: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.576646 1.576646 0.889993 0.423487 1.167667 -0.537204 -0.920674 -0.590888 -0.826617

Antenna 138: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Temporal Variability 2.274450 1.608149 0.924401 0.752875 0.909554 2.274450 -0.325533 -1.360210 -1.308208

Antenna 138: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 138: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 138: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Temporal Variability 1.790271 0.984148 1.708843 1.167236 0.299633 1.611473 1.790271 -0.554723 -0.468190

Antenna 138: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.568191 0.390437 1.568191 -0.760430 -0.713390 -1.334832 -0.698389 -0.710059 -0.638922

Antenna 138: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok ee Power 25.474333 1.101169 1.006345 25.474333 22.746101 2.412680 1.862822 -1.029396 -1.575842

Antenna 138: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.183289 2.183289 1.061944 -0.522661 -0.838817 -0.233369 -1.415277 -0.039507 -0.445530

Antenna 138: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok ee Power 2.124135 0.150959 0.476304 2.124135 1.050227 -1.036385 -0.698284 -0.764753 -0.185192

Antenna 138: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.202775 2.202775 1.350109 0.659535 1.486458 1.080300 0.801531 -0.331192 -0.532298

Antenna 138: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Temporal Variability 1.961870 0.996800 1.806413 1.904083 0.990338 1.739667 1.961870 -1.001124 -0.660038

Antenna 138: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.988037 1.988037 1.096035 0.658274 1.384412 1.968490 1.743713 -1.330460 -1.610332

Antenna 138: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.624817 1.624817 0.252678 0.373262 0.687476 0.889858 0.303661 -1.129099 -1.334680

Antenna 138: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.341591 2.341591 1.133989 1.004153 1.677897 1.748255 0.986836 -0.973962 -0.262179

Antenna 138: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.090360 2.090360 1.020991 0.805844 1.541378 1.769745 1.492511 -1.578106 -1.407806

Antenna 138: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok ee Power 2.448148 1.001988 1.126436 2.448148 1.289130 -0.925568 -0.605754 -0.939344 -0.514958

Antenna 138: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.319911 2.319911 0.734070 -0.754381 -0.490381 -0.833405 -1.182689 -0.696699 -0.755082

Antenna 138: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 2.049851 1.046145 2.049851 1.073426 0.283450 0.699326 0.282682 -1.179442 -1.204323

Antenna 138: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
138 7 digital_ok nn Shape 1.630572 0.774817 1.630572 1.280063 1.116072 -0.349050 -0.120770 1.008075 0.682660